Theoretical examination of quantum coherence in a photosynthetic system at physiological temperature
Open accessAbstract
The observation of long-lived electronic coherence in a photosynthetic pigment–protein complex, the Fenna–Matthews–Olson (FMO) complex, is suggestive that quantum coherence might play a significant role in achieving the remarkable efficiency of photosynthetic electronic energy transfer (EET), although the data were acquired at cryogenic temperature [Engel GS, et al. (2007) Evidence for wavelike energy transfer through quantum coherence in photosynthetic systems. Nature 446:782–786]. In this paper, the spatial and temporal dynamics of EET through the FMO complex at physiological temperature are investigated theoretically. The numerical results reveal that quantum wave-like motion persists for several hundred femtoseconds even at physiological temperature, and suggest that the FMO complex may work as a rectifier for unidirectional energy flow from the peripheral light-harvesting antenna to the reaction center complex by taking advantage of quantum coherence and the energy landscape of pigments tuned by the protein scaffold. A potential role of quantum coherence is to overcome local energetic traps and aid efficient trapping of electronic energy by the pigments facing the reaction center complex.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Non-equilibrium exchanges between system and environment can have considerable influence on the system dynamics.
“This and other non-equilibrium exchanges between system and environment can have considerable influence on the system dynamics [28-35], influence the direction of energy transfer [28] and may even lead to the generation of long-lived quantum coherence in the system [28, 36-38].”
From Vibrations, quanta and biology (2013) · cites this paper as [29]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Zwischenmolekulare Energiewanderung und Fluoreszenz
Förster, T. (1948) · Annalen der Physik · doi:10.1002/andp.19484370105 · Cited by 8,285 · see citing works
Evidence for wavelike energy transfer through quantum coherence in photosynthetic systems
Engel, G. S., Calhoun, T. R., Read, E. L., Ahn, T.-K., Mančal, T., Cheng, Y.-C., Blankenship, R. E., & Fleming, G. R. (2007) · Nature · doi:10.1038/nature05678 · Cited by 3,315 · see citing works
Self-citationMolecular Mechanisms of Photosynthesis
Blankenship, R. E. (2002) · Wiley eBooks · doi:10.1002/9780470758472 · Cited by 2,394 · see citing works
On the Theory of Relaxation Processes
Redfield, A. G. (1957) · IBM Journal of Research and Development · doi:10.1147/rd.11.0019 · Cited by 1,807 · see citing works
Two-dimensional spectroscopy of electronic couplings in photosynthesis
Brixner, T., Stenger, J., Vaswani, H. M., Cho, M., Blankenship, R. E., & Fleming, G. R. (2005) · Nature · doi:10.1038/nature03429 · Cited by 1,241 · see citing works
Self-citationTwo-Dimensional Femtosecond Spectroscopy
Jonas, D. M. (2003) · Annual Review of Physical Chemistry · doi:10.1146/annurev.physchem.54.011002.103907 · Cited by 1,198 · cited 1× · see citing works
“∂t σ̂(n, t) = −iL̂eσ̂(n, t), [9]”
Environment-assisted quantum walks in photosynthetic energy transfer
Mohseni, M., Rebentrost, P., Lloyd, S., & Aspuru-Guzik, A. (2008) · The Journal of Chemical Physics · doi:10.1063/1.3002335 · Cited by 1,189 · see citing works
Quantum Brownian motion: The functional integral approach
Grabert, H., Schramm, P., & Ingold, G. (1988) · Physics Reports · doi:10.1016/0370-1573(88)90023-3 · Cited by 1,092 · see citing works
Coherence Dynamics in Photosynthesis: Protein Protection of Excitonic Coherence
Lee, H., Cheng, Y., & Fleming, G. R. (2007) · Science · doi:10.1126/science.1142188 · Cited by 1,060 · see citing works
Self-citationStochastic Liouville Equations
Kubo, R. (1963) · Journal of Mathematical Physics · doi:10.1063/1.1703941 · Cited by 1,019 · see citing works
Dephasing-assisted transport: quantum networks and biomolecules
Plenio, M. B., & Huelga, S. F. (2008) · New Journal of Physics · doi:10.1088/1367-2630/10/11/113019 · Cited by 1,002 · see citing works
Tanimura, Y. (2006) · Journal of the Physical Society of Japan · doi:10.1143/jpsj.75.082001 · Cited by 891 · see citing works
Environment-assisted quantum transport
Rebentrost, P., Mohseni, M., Kassal, I., Lloyd, S., & Aspuru-Guzik, A. (2009) · New Journal of Physics · doi:10.1088/1367-2630/11/3/033003 · Cited by 817 · see citing works
Coherent Intrachain Energy Migration in a Conjugated Polymer at Room Temperature
Collini, E., & Scholes, G. D. (2009) · Science · doi:10.1126/science.1164016 · Cited by 790 · see citing works
Dynamics of Light Harvesting in Photosynthesis
Cheng, Y., & Fleming, G. R. (2008) · Annual Review of Physical Chemistry · doi:10.1146/annurev.physchem.040808.090259 · Cited by 784 · see citing works
Self-citationIshizaki, A., & Fleming, G. R. (2009) · The Journal of Chemical Physics · doi:10.1063/1.3155372 · Cited by 734 · see citing works
Self-citationHow Proteins Trigger Excitation Energy Transfer in the FMO Complex of Green Sulfur Bacteria
Adolphs, J., & Renger, T. (2006) · Biophysical Journal · doi:10.1529/biophysj.105.079483 · Cited by 696 · see citing works
Fleming, G. R., & Cho, M. (1996) · Annual Review of Physical Chemistry · doi:10.1146/annurev.physchem.47.1.109 · Cited by 681 · see citing works
Self-citationChlorophyll arrangement in a bacteriochlorophyll protein from Chlorobium limicola
Fenna, R. E., & Matthews, B. W. (1975) · Nature · doi:10.1038/258573a0 · Cited by 557 · see citing works
Phase-stabilized two-dimensional electronic spectroscopy
Brixner, T., Mančal, T., Stiopkin, I. V., & Fleming, G. R. (2004) · The Journal of Chemical Physics · doi:10.1063/1.1776112 · Cited by 524 · see citing works
Self-citationEnvironment-Assisted Quantum Transport
Rebentrost, P., Mohseni, M., Kassal, I., Lloyd, S., & Aspuru‐Guzik, A. (2008) · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · Cited by 512 · see citing works
Ishizaki, A., & Fleming, G. R. (2009) · The Journal of Chemical Physics · doi:10.1063/1.3155214 · Cited by 430 · see citing works
Self-citationExciton Analysis in 2D Electronic Spectroscopy
Cho, M., Vaswani, H. M., Brixner, T., Stenger, J., & Fleming, G. R. (2005) · The Journal of Physical Chemistry B · doi:10.1021/jp050788d · Cited by 428 · see citing works
Self-citationRole of Quantum Coherence and Environmental Fluctuations in Chromophoric Energy Transport
Rebentrost, P., Mohseni, M., & Aspuru‐Guzik, A. (2009) · The Journal of Physical Chemistry B · doi:10.1021/jp901724d · Cited by 357 · see citing works
Renger, T., & Marcus, R. A. (2002) · The Journal of Chemical Physics · doi:10.1063/1.1470200 · Cited by 349 · see citing works
Theory of coherent resonance energy transfer
Jang, S., Cheng, Y., Reichman, D. R., & Eaves, J. D. (2008) · The Journal of Chemical Physics · doi:10.1063/1.2977974 · Cited by 292 · see citing works
Two-dimensional electronic spectroscopy of the B800–B820 light-harvesting complex
Zigmantas, D., Read, E. L., Mančal, T., Brixner, T., Gardiner, A. T., Cogdell, R. J., & Fleming, G. R. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0602961103 · Cited by 216 · see citing works
Self-citationWen, J., Zhang, H., Gross, M. L., & Blankenship, R. E. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0901691106 · Cited by 207 · see citing works
Crystal structure of the bacteriochlorophyll a protein from Chlorobium tepidum 1 1Edited by R. Huber
Li, Y.-F., Zhou, W., Blankenship, R. E., & Allen, J. P. (1997) · Journal of Molecular Biology · doi:10.1006/jmbi.1997.1189 · Cited by 198 · see citing works
α-Helices direct excitation energy flow in the Fenna–Matthews–Olson protein
Müh, F., Madjet, M. E., Adolphs, J., Abdurahman, A., Rabenstein, B., Ishikita, H., Knapp, E., & Renger, T. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0708222104 · Cited by 196 · see citing works
Coherence Quantum Beats in Two-Dimensional Electronic Spectroscopy
Cheng, Y., & Fleming, G. R. (2008) · The Journal of Physical Chemistry A · doi:10.1021/jp7107889 · Cited by 192 · see citing works
Self-citationWendling, M., Pullerits, T., Przyjalgowski, M. A., Vulto, S. I. E., Aartsma, T. J., van Grondelle, R., & van Amerongen, H. (2000) · The Journal of Physical Chemistry B · doi:10.1021/jp000077+ · Cited by 185 · see citing works
Savikhin, S., Buck, D. R., & Struve, W. S. (1997) · Chemical Physics · doi:10.1016/s0301-0104(97)00223-1 · Cited by 168 · see citing works
Cross-peak-specific two-dimensional electronic spectroscopy
Read, E. L., Engel, G. S., Calhoun, T. R., Mančal, T., Ahn, T. K., Blankenship, R. E., & Fleming, G. R. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0701201104 · Cited by 150 · see citing works
Self-citationElectronic energy transfer in impure solids
Rackovsky, S. R., & Silbey, R. (1973) · Molecular Physics · doi:10.1080/00268977300100081 · Cited by 145 · see citing works
Variable-Range Hopping Electron Transfer through Disordered Bridge States: Application to DNA
Renger, T., & Marcus, R. A. (2003) · The Journal of Physical Chemistry A · doi:10.1021/jp026789c · Cited by 140 · see citing works
The structure of the FMO protein from Chlorobium tepidum at 2.2 Å resolution
Cámara-Artigas, A., Blankenship, R. E., & Allen, J. P. (2003) · Photosynthesis Research · doi:10.1023/a:1022406703110 · Cited by 125 · see citing works
Read, E. L., Schlau‐Cohen, G. S., Engel, G. S., Wen, J., Blankenship, R. E., & Fleming, G. R. (2008) · Biophysical Journal · doi:10.1529/biophysj.107.128199 · Cited by 122 · see citing works
Self-citationPisliakov, A. V., Mančal, T., & Fleming, G. R. (2006) · The Journal of Chemical Physics · doi:10.1063/1.2200705 · Cited by 118 · see citing works
Self-citationCollini, E., & Scholes, G. D. (2009) · The Journal of Physical Chemistry A · doi:10.1021/jp810757x · Cited by 117 · see citing works
Vulto, S. I. E., de Baat, M. A., Neerken, S., Nowak, F. R., van Amerongen, H., Amesz, J., & Aartsma, T. J. (1999) · The Journal of Physical Chemistry B · doi:10.1021/jp984702a · Cited by 98 · see citing works
Groot, M. L., Yu, J.-Y., Agarwal, R., Norris, J. R., & Fleming, G. R. (1998) · The Journal of Physical Chemistry B · doi:10.1021/jp9808680 · Cited by 78 · see citing works
Self-citationVulto, S. I. E., Neerken, S., Louwe, R., de Baat, M. A., Amesz, J., & Aartsma, T. J. (1998) · The Journal of Physical Chemistry B · doi:10.1021/jp983003v · Cited by 51 · see citing works
Isolation and pigment composition of the antenna system of four species of green sulfur bacteria
Francke, C., & Amesz, J. (1997) · Photosynthesis Research · doi:10.1023/a:1005845828676 · Cited by 47 · see citing works
Frigaard, N., Li, H., Martinsson, P., et al. (2005) · Photosynthesis Research · doi:10.1007/s11120-005-1331-8 · Cited by 34 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Lessons from nature about solar light harvesting
Scholes, G. D., Fleming, G. R., Olaya-Castro, A., & van Grondelle, R. (2011) · Nature Chemistry · doi:10.1038/nchem.1145 · Cited by 1,915 · see citing works
Self-citationLong-lived quantum coherence in photosynthetic complexes at physiological temperature
Panitchayangkoon, G., Hayes, D., Fransted, K. A., Caram, J. R., Harel, E., Wen, J., Blankenship, R. E., & Engel, G. S. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1005484107 · Cited by 1,072 · see citing works
Lambert, N., Chen, Y.-N., Cheng, Y.-C., Li, C.-M., Chen, G.-Y., & Nori, F. (2013) · Nature Physics · doi:10.1038/nphys2474 · Cited by 948 · see citing works
Using coherence to enhance function in chemical and biophysical systems
Scholes, G. D., Fleming, G. R., Chen, L. X., Aspuru-Guzik, A., Buchleitner, A., Coker, D. F., Engel, G. S., van Grondelle, R., Ishizaki, A., Jonas, D. M., et al. (2017) · Nature · doi:10.1038/nature21425 · Cited by 668 · see citing works
Self-citationQuantum entanglement in photosynthetic light-harvesting complexes
Sarovar, M., Ishizaki, A., Fleming, G. R., & Whaley, K. B. (2010) · Nature Physics · doi:10.1038/nphys1652 · Cited by 644 · see citing works
Self-citationQuantum coherence in photosynthesis for efficient solar-energy conversion
Romero, E., Augulis, R., Novoderezhkin, V. I., Ferretti, M., Thieme, J., Zigmantas, D., & van Grondelle, R. (2014) · Nature Physics · doi:10.1038/nphys3017 · Cited by 594 · see citing works
Vibrations, quanta and biology
Huelga, S. F., & Plenio, M. B. (2013) · Contemporary Physics · doi:10.1080/00405000.2013.829687 · Cited by 568 · see citing works
Quantum Speed Limit for Non-Markovian Dynamics
Deffner, S., & Lutz, E. (2013) · Physical Review Letters · doi:10.1103/physrevlett.111.010402 · Cited by 511 · see citing works
Efficient Simulation of Strong System-Environment Interactions
Prior, J., Chin, A. W., Huelga, S. F., & Plenio, M. B. (2010) · Physical Review Letters · doi:10.1103/physrevlett.105.050404 · Cited by 480 · see citing works
Quantum design of photosynthesis for bio-inspired solar-energy conversion
Romero, E., Novoderezhkin, V. I., & van Grondelle, R. (2017) · Nature · doi:10.1038/nature22012 · Cited by 436 · see citing works
Origin of Long-Lived Coherences in Light-Harvesting Complexes
Christensson, N., Kauffmann, H. F., Pullerits, T., & Mančal, T. (2012) · The Journal of Physical Chemistry B · doi:10.1021/jp304649c · Cited by 415 · see citing works
Noise-assisted energy transfer in quantum networks and light-harvesting complexes
Chin, A. W., Datta, A., Caruso, F., Huelga, S. F., & Plenio, M. B. (2010) · New Journal of Physics · doi:10.1088/1367-2630/12/6/065002 · Cited by 338 · see citing works
Andrea Rozzi, C., Maria Falke, S., Spallanzani, N., Rubio, A., Molinari, E., Brida, D., Maiuri, M., Cerullo, G., Schramm, H., Christoffers, J., et al. (2013) · Nature Communications · doi:10.1038/ncomms2603 · Cited by 282 · see citing works
Atomistic Study of the Long-Lived Quantum Coherences in the Fenna-Matthews-Olson Complex
Shim, S., Rebentrost, P., Valleau, S., & Aspuru-Guzik, A. (2012) · Biophysical Journal · doi:10.1016/j.bpj.2011.12.021 · Cited by 219 · see citing works
Chin, A. W., Huelga, S. F., & Plenio, M. B. (2012) · Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences · doi:10.1098/rsta.2011.0224 · Cited by 145 · see citing works
Zhu, J., Kais, S., Rebentrost, P., & Aspuru-Guzik, A. (2011) · The Journal of Physical Chemistry B · doi:10.1021/jp109559p · Cited by 141 · see citing works
Huo, P., & Coker, D. F. (2010) · The Journal of Chemical Physics · doi:10.1063/1.3498901 · Cited by 134 · see citing works
Measuring non-Markovianity of processes with controllable system-environment interaction
Tang, J.-S., Li, C.-F., Li, Y.-L., Zou, X.-B., Guo, G.-C., Breuer, H.-P., Laine, E.-M., & Piilo, J. (2012) · EPL (Europhysics Letters) · doi:10.1209/0295-5075/97/10002 · Cited by 127 · see citing works
Kolli, A., Nazir, A., & Olaya-Castro, A. (2011) · The Journal of Chemical Physics · doi:10.1063/1.3652227 · Cited by 124 · see citing works
Modelling of oscillations in two-dimensional echo-spectra of the Fenna–Matthews–Olson complex
Hein, B., Kreisbeck, C., Kramer, T., & Rodríguez, M. (2012) · New Journal of Physics · doi:10.1088/1367-2630/14/2/023018 · Cited by 120 · see citing works
Efficient quantum simulation of photosynthetic light harvesting
Wang, B.-X., Tao, M.-J., Ai, Q., Xin, T., Lambert, N., Ruan, D., Cheng, Y.-C., Nori, F., Deng, F.-G., & Long, G.-L. (2018) · npj Quantum Information · doi:10.1038/s41534-018-0102-2 · Cited by 124 · see citing works
Quantum speed limits in open systems: Non-Markovian dynamics without rotating-wave approximation
Sun, Z., Liu, J., Ma, J., & Wang, X. (2015) · Scientific Reports · doi:10.1038/srep08444 · Cited by 107 · see citing works
Mostame, S., Rebentrost, P., Eisfeld, A., Kerman, A. J., Tsomokos, D. I., & Aspuru-Guzik, A. (2012) · New Journal of Physics · doi:10.1088/1367-2630/14/10/105013 · Cited by 104 · see citing works
Rebentrost, P., & Aspuru-Guzik, A. (2011) · The Journal of Chemical Physics · doi:10.1063/1.3563617 · Cited by 102 · see citing works
Pachón, L. A., & Brumer, P. (2012) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp40815e · Cited by 101 · see citing works
Tanaka, M., & Tanimura, Y. (2010) · The Journal of Chemical Physics · doi:10.1063/1.3428674 · Cited by 101 · see citing works
Killoran, N., Huelga, S. F., & Plenio, M. B. (2015) · The Journal of Chemical Physics · doi:10.1063/1.4932307 · Cited by 94 · see citing works
Ritschel, G., Roden, J., Strunz, W. T., Aspuru-Guzik, A., & Eisfeld, A. (2011) · The Journal of Physical Chemistry Letters · doi:10.1021/jz201119j · Cited by 94 · see citing works
How quantum brain biology can rescue conscious free will
Hameroff, S. (2012) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2012.00093 · Cited by 95 · see citing works
Ritschel, G., Roden, J., Strunz, W. T., & Eisfeld, A. (2011) · New Journal of Physics · doi:10.1088/1367-2630/13/11/113034 · Cited by 88 · see citing works
Energy-scales convergence for optimal and robust quantum transport in photosynthetic complexes
Mohseni, M., Shabani, A., Lloyd, S., & Rabitz, H. (2014) · The Journal of Chemical Physics · doi:10.1063/1.4856795 · Cited by 55 · see citing works
Chen, X., & Silbey, R. J. (2011) · The Journal of Physical Chemistry B · doi:10.1021/jp111068w · Cited by 48 · see citing works
Probing biological light-harvesting phenomena by optical cavities
Caruso, F., Saikin, S. K., Solano, E., Huelga, S. F., Aspuru-Guzik, A., & Plenio, M. B. (2012) · Physical Review B · doi:10.1103/physrevb.85.125424 · Cited by 34 · see citing works
Scholes, G. D. (2010) · Nature Physics · doi:10.1038/nphys1693 · Cited by 31 · see citing works
Numerical evidence for robustness of environment-assisted quantum transport
Shabani, A., Mohseni, M., Rabitz, H., & Lloyd, S. (2014) · Physical Review E · doi:10.1103/physreve.89.042706 · Cited by 25 · see citing works
Quantum effects in photosynthesis
van Grondelle, R., & Novoderezhkin, V. I. (2011) · Procedia Chemistry · doi:10.1016/j.proche.2011.08.027 · Cited by 22 · see citing works
Quantum dynamics of bio-molecular systems in noisy environments
Huelga, S. F., & Plenio, M. B. (2011) · Procedia Chemistry · doi:10.1016/j.proche.2011.08.032 · Cited by 20 · see citing works
Excited state coherent dynamics in light-harvesting complexes from photosynthetic marine algae
Richards, G. H., Wilk, K. E., Curmi, P. M. G., Quiney, H. M., & Davis, J. A. (2012) · Journal of Physics B: Atomic, Molecular and Optical Physics · doi:10.1088/0953-4075/45/15/154015 · Cited by 18 · see citing works
Role of energy-level mismatches in a multi-pathway complex of photosynthesis
Lim, J., Ryu, J., Lee, C., Yoo, S., Jeong, H., & Lee, J. (2011) · New Journal of Physics · doi:10.1088/1367-2630/13/10/103002 · Cited by 4 · see citing works
- Authors
- Ishizaki, A., & Fleming, G. R.
- Affiliations
- Lawrence Berkeley National Laboratory (US)
- Corresponding author
- Fleming, Graham R.
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2009-10-13
- Volume
- 106
- Issue
- 41
- Pages
- 17255-17260
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2762676
- OpenAlex
- W2127296814
- Cited by
- 891
- References
- 45
- Citations by year
- 2026: 33 · 2025: 37 · 2024: 50 · 2023: 22 · 2022: 41 · 2021: 41 · 2020: 45 · 2019: 51 · 2018: 44 · 2017: 52 · 2016: 66 · 2015: 66 · 2014: 68 · 2013: 63 · 2012: 85
- FWCI
- 39.41
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- U.S. Department of Energy (DE-AC03–76SF000098, -AC02-05CH11231, DE-AC03-?, 05CH11231, DE AC02 05CH11231, DE-AC02-)
- Office of Science (DEAC02–05CH11231, AC02-05CH11231, DE-AC02)
- Japan Society for the Promotion of Science
- Basic Energy Sciences (DE-AC02, DE-AC02-05CH11231., DE-AC03-76SF000098, AC02–05CH11231)
- Topics
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Spectroscopy and Quantum Chemical Studies
- Physical Sciences › Chemistry › Physical and Theoretical Chemistry › Photochemistry and Electron Transfer Studies
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Photosynthetic Processes and Mechanisms
- Keywords
- quantum coherence, Fenna-Matthews-Olson complex, photosynthetic energy transfer, physiological temperature, light-harvesting antenna, reaction center, energy landscape, energy trapping
- MeSH terms
- Electronics, Energy Transfer, Biological Evolution, Models, Biological, Photosynthesis, Quantum Theory, Rhodobacter sphaeroides, Temperature, Chlorobi
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review